End-to-End Speech Recognition from Federated Acoustic Models

Author:

Gao Yan1,Parcollet Titouan2,Zaiem Salah3,Fernandez-Marques Javier4,de Gusmao Pedro P. B.1,Beutel Daniel J.1,Lane Nicholas D.1

Affiliation:

1. University of Cambridge

2. Avignon University

3. Telecom Paris

4. University of Oxford

Publisher

IEEE

Reference36 articles.

1. PYIN: A fundamental frequency estimator using probabilistic threshold distributions

2. An Evaluation of Entropy Measures for Microphone Identification

3. A first look into the carbon footprint of federated learning;qiu,2021

4. Fjord: Fair and accurate federated learning under heterogeneous targets with ordered dropout;horvath,2021

5. Adaptive federated optimization;reddi;arXiv preprint arXiv 2003 07516,2020

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1. Joint Federated Learning and Personalization for on-Device ASR;2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU);2023-12-16

2. Importance of Smoothness Induced by Optimizers in Fl4Asr: Towards Understanding Federated Learning for End-To-End ASR;2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU);2023-12-16

3. Toward a Personalized Clustered Federated Learning: A Speech Recognition Case Study;IEEE Internet of Things Journal;2023-11-01

4. Learning domain-heterogeneous speaker recognition systems with personalized continual federated learning;EURASIP Journal on Audio, Speech, and Music Processing;2023-09-05

5. Backdoor Attack Against Automatic Speaker Verification Models in Federated Learning;ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2023-06-04

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